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README.md

@@ -96,6 +96,18 @@ This model predicts MBTI personality type from text using a multi-task learning
   - F: 54%, T: 46% (balanced)
   - J: 60%, P: 40% (moderately imbalanced)
 
+## ⚠️ Important Note
+
+**This model does NOT support Hugging Face Inference API** because it's a custom Rust/PyTorch implementation, not a standard `transformers` model.
+
+To use this model, you have two options:
+
+### Option 1: Use the Web Interface (Easiest)
+
+Visit **https://polyjuice.0xbase.ai** for instant MBTI predictions - no setup required!
+
+### Option 2: Run Locally (Full Control)
+
 ## Usage
 
 ### Requirements
@@ -107,8 +119,8 @@ This model predicts MBTI personality type from text using a multi-task learning
 ### Installation
 
 ```bash
-git clone https://github.com/your-username/psycial
-cd psycial
+git clone https://github.com/RyanKung/polyjuice
+cd polyjuice
 
 # Set up environment
 conda create -n psycial python=3.10
@@ -121,11 +133,32 @@ export LIBTORCH_BYPASS_VERSION_CHECK=1
 cargo build --release
 ```
 
+### Download Model from Hugging Face
+
+```python
+from huggingface_hub import hf_hub_download
+
+# Download model files
+mlp_weights = hf_hub_download(
+    repo_id="ElderRyan/polyjuice",
+    filename="mlp_weights_multitask.pt"
+)
+
+vectorizer = hf_hub_download(
+    repo_id="ElderRyan/polyjuice",
+    filename="tfidf_vectorizer_multitask.json"
+)
+
+# Copy to models directory
+import shutil
+shutil.copy(mlp_weights, "models/mlp_weights_multitask.pt")
+shutil.copy(vectorizer, "models/tfidf_vectorizer_multitask.json")
+```
+
 ### Inference
 
 ```bash
-# Train model
-./target/release/psycial hybrid train --multi-task
+# Download model files first (see above)
 
 # Predict single text
 ./target/release/psycial hybrid predict "I love solving complex problems and thinking deeply about abstract concepts."
@@ -140,6 +173,16 @@ use psycial::hybrid::predict::predict_single;
 predict_single("Your text here")?;
 ```
 
+### Quick Test
+
+```bash
+# Download inference example
+wget https://huggingface.co/ElderRyan/polyjuice/raw/main/inference_example.py
+
+# Run it
+python inference_example.py
+```
+
 ## Model Files
 
 This model repository includes: